Report Zillow

Dataset statistics

Number of variables	28
Number of observations	13510
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.8 MiB
Average record size in memory	217.0 B

Variable types

Numeric	12
Categorical	15
Boolean	1

Alerts

`city` has a high cardinality: 177 distinct values	High cardinality
`fireplace` has a high cardinality: 71 distinct values	High cardinality
`parking` has a high cardinality: 272 distinct values	High cardinality
`sewer` has a high cardinality: 88 distinct values	High cardinality
`water` has a high cardinality: 74 distinct values	High cardinality
`app` has a high cardinality: 145 distinct values	High cardinality
`heating` has a high cardinality: 90 distinct values	High cardinality
`cooling` has a high cardinality: 116 distinct values	High cardinality
`materials` has a high cardinality: 161 distinct values	High cardinality
`roof` has a high cardinality: 286 distinct values	High cardinality
`interior` has a high cardinality: 448 distinct values	High cardinality
`price` is highly overall correlated with `bath` and 1 other fields	High correlation
`lat` is highly overall correlated with `state`	High correlation
`long` is highly overall correlated with `state` and 1 other fields	High correlation
`bath` is highly overall correlated with `price` and 2 other fields	High correlation
`bed` is highly overall correlated with `bath` and 1 other fields	High correlation
`living` is highly overall correlated with `price` and 2 other fields	High correlation
`covered` is highly overall correlated with `garage` and 1 other fields	High correlation
`garage` is highly overall correlated with `covered` and 1 other fields	High correlation
`total_spaces` is highly overall correlated with `covered` and 1 other fields	High correlation
`add_attr` is highly overall correlated with `state` and 2 other fields	High correlation
`state` is highly overall correlated with `lat` and 2 other fields	High correlation
`sewer` is highly overall correlated with `add_attr`	High correlation
`water` is highly overall correlated with `long` and 1 other fields	High correlation
`status` is highly imbalanced (67.3%)	Imbalance
`fireplace` is highly imbalanced (60.8%)	Imbalance
`subtype` is highly imbalanced (74.7%)	Imbalance
`sewer` is highly imbalanced (63.3%)	Imbalance
`water` is highly imbalanced (57.5%)	Imbalance
`heating` is highly imbalanced (52.4%)	Imbalance
`roof` is highly imbalanced (60.7%)	Imbalance
`foundation` is highly imbalanced (53.3%)	Imbalance
`covered` is highly skewed (γ1 = 106.680655)	Skewed
`garage` is highly skewed (γ1 = 87.84361272)	Skewed
`total_spaces` is highly skewed (γ1 = 64.10821512)	Skewed
`year` is highly skewed (γ1 = 34.18662349)	Skewed

Reproduction

Analysis started	2023-02-11 18:47:47.580947
Analysis finished	2023-02-11 18:48:41.999115
Duration	54.42 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

price
Real number (ℝ)

Distinct	2726
Distinct (%)	20.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1242986.5

Minimum	0
Maximum	1.65 × 10⁸
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	105.7 KiB

Quantile statistics

Minimum	0
5-th percentile	168500
Q1	309900
median	510000
Q3	980000
95-th percentile	3590947.7
Maximum	1.65 × 10⁸
Range	1.65 × 10⁸
Interquartile range (IQR)	670100

Descriptive statistics

Standard deviation	4077021.9
Coefficient of variation (CV)	3.280021
Kurtosis	510.66836
Mean	1242986.5
Median Absolute Deviation (MAD)	245075
Skewness	18.067013
Sum	1.6792748 × 10¹⁰
Variance	1.6622108 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
350000	119	0.9%
299900	86	0.6%
325000	85	0.6%
650000	81	0.6%
399900	80	0.6%
375000	79	0.6%
450000	78	0.6%
399000	74	0.5%
300000	74	0.5%
275000	73	0.5%
Other values (2716)	12681	93.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
700	1	< 0.1%
19900	1	< 0.1%
30000	2	< 0.1%
32900	1	< 0.1%
35000	1	< 0.1%
35700	1	< 0.1%
38900	1	< 0.1%
39900	1	< 0.1%
40000	1	< 0.1%

Value	Count	Frequency (%)
165000000	1	< 0.1%
150000000	1	< 0.1%
139000000	1	< 0.1%
87000000	1	< 0.1%
85000000	1	< 0.1%
77000000	1	< 0.1%
69000000	1	< 0.1%
65000000	2	< 0.1%
63000000	1	< 0.1%
59995000	1	< 0.1%

status
Categorical

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	105.7 KiB

House for sale	10734
Active	1852
New construction	579
New	170
Foreclosure	68
Other values (4)	107

Length

Max length	16
Median length	14
Mean length	12.813027
Min length	3

Characters and Unicode

Total characters	173104
Distinct characters	27
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	House for sale
2nd row	House for sale
3rd row	House for sale
4th row	House for sale
5th row	House for sale

Common Values

Value	Count	Frequency (%)
House for sale	10734	79.5%
Active	1852	13.7%
New construction	579	4.3%
New	170	1.3%
Foreclosure	68	0.5%
Price Change	48	0.4%
Coming soon	45	0.3%
Auction	9	0.1%
Re-activated	5	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
house	10734	30.1%
for	10734	30.1%
sale	10734	30.1%
active	1852	5.2%
new	749	2.1%
construction	579	1.6%
foreclosure	68	0.2%
price	48	0.1%
change	48	0.1%
coming	45	0.1%
Other values (3)	59	0.2%

Most occurring characters

Value	Count	Frequency (%)
e	24311	14.0%
o	22906	13.2%
s	22160	12.8%
	22140	12.8%
r	11497	6.6%
u	11390	6.6%
l	10802	6.2%
a	10792	6.2%
H	10734	6.2%
f	10734	6.2%
Other values (17)	15638	9.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	137401	79.4%
Space Separator	22140	12.8%
Uppercase Letter	13558	7.8%
Dash Punctuation	5	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	24311	17.7%
o	22906	16.7%
s	22160	16.1%
r	11497	8.4%
u	11390	8.3%
l	10802	7.9%
a	10792	7.9%
f	10734	7.8%
c	3140	2.3%
t	3029	2.2%
Other values (8)	6640	4.8%

Uppercase Letter

Value	Count	Frequency (%)
H	10734	79.2%
A	1861	13.7%
N	749	5.5%
C	93	0.7%
F	68	0.5%
P	48	0.4%
R	5	< 0.1%

Space Separator

Value	Count	Frequency (%)
	22140	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	150959	87.2%
Common	22145	12.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	24311	16.1%
o	22906	15.2%
s	22160	14.7%
r	11497	7.6%
u	11390	7.5%
l	10802	7.2%
a	10792	7.1%
H	10734	7.1%
f	10734	7.1%
c	3140	2.1%
Other values (15)	12493	8.3%

Common

Value	Count	Frequency (%)
	22140	> 99.9%
-	5	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	173104	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	24311	14.0%
o	22906	13.2%
s	22160	12.8%
	22140	12.8%
r	11497	6.6%
u	11390	6.6%
l	10802	6.2%
a	10792	6.2%
H	10734	6.2%
f	10734	6.2%
Other values (17)	15638	9.0%

add_attr
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

True	10330
False	3180

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	10330	76.5%
False	3180	23.5%

city
Categorical

Distinct	177
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	105.7 KiB

Dallas	764
Philadelphia	751
Chicago	751
Jacksonville	749
Indianapolis	747
Other values (172)	9748

Length

Max length	20
Median length	18
Mean length	9.0812731
Min length	4

Characters and Unicode

Total characters	122688
Distinct characters	50
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	43 ?
Unique (%)	0.3%

Sample

1st row	South Ozone Park
2nd row	Jamaica
3rd row	Staten Island
4th row	Flushing
5th row	Brooklyn

Common Values

Value	Count	Frequency (%)
Dallas	764	5.7%
Philadelphia	751	5.6%
Chicago	751	5.6%
Jacksonville	749	5.5%
Indianapolis	747	5.5%
San Antonio	720	5.3%
Charlotte	718	5.3%
Fort Worth	714	5.3%
Houston	708	5.2%
Columbus	687	5.1%
Other values (167)	6201	45.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
san	2046	11.8%
dallas	764	4.4%
jacksonville	753	4.3%
philadelphia	751	4.3%
chicago	751	4.3%
indianapolis	747	4.3%
antonio	720	4.1%
charlotte	718	4.1%
fort	714	4.1%
worth	714	4.1%
Other values (193)	8725	50.1%

Most occurring characters

Value	Count	Frequency (%)
a	11990	9.8%
o	11717	9.6%
n	10731	8.7%
l	9795	8.0%
i	8923	7.3%
e	8099	6.6%
s	6932	5.7%
t	6587	5.4%
h	5431	4.4%
r	3919	3.2%
Other values (40)	38564	31.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	101372	82.6%
Uppercase Letter	17423	14.2%
Space Separator	3893	3.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	11990	11.8%
o	11717	11.6%
n	10731	10.6%
l	9795	9.7%
i	8923	8.8%
e	8099	8.0%
s	6932	6.8%
t	6587	6.5%
h	5431	5.4%
r	3919	3.9%
Other values (15)	17248	17.0%

Uppercase Letter

Value	Count	Frequency (%)
S	2688	15.4%
C	2283	13.1%
D	2064	11.8%
P	1551	8.9%
A	1487	8.5%
J	1174	6.7%
F	1157	6.6%
W	1132	6.5%
H	997	5.7%
I	944	5.4%
Other values (14)	1946	11.2%

Space Separator

Value	Count	Frequency (%)
	3893	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	118795	96.8%
Common	3893	3.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	11990	10.1%
o	11717	9.9%
n	10731	9.0%
l	9795	8.2%
i	8923	7.5%
e	8099	6.8%
s	6932	5.8%
t	6587	5.5%
h	5431	4.6%
r	3919	3.3%
Other values (39)	34671	29.2%

Common

Value	Count	Frequency (%)
	3893	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	122688	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	11990	9.8%
o	11717	9.6%
n	10731	8.7%
l	9795	8.0%
i	8923	7.3%
e	8099	6.6%
s	6932	5.7%
t	6587	5.4%
h	5431	4.4%
r	3919	3.2%
Other values (40)	38564	31.4%

state
Categorical

Distinct	14
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	105.7 KiB

TX	3437
CA	2152
AZ	772
OH	766
FL	756
Other values (9)	5627

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	27020
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NY
2nd row	NY
3rd row	NY
4th row	NY
5th row	NY

Common Values

Value	Count	Frequency (%)
TX	3437	25.4%
CA	2152	15.9%
AZ	772	5.7%
OH	766	5.7%
FL	756	5.6%
IN	754	5.6%
IL	752	5.6%
PA	751	5.6%
NC	730	5.4%
NY	721	5.3%
Other values (4)	1919	14.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
tx	3437	25.4%
ca	2152	15.9%
az	772	5.7%
oh	766	5.7%
fl	756	5.6%
in	754	5.6%
il	752	5.6%
pa	751	5.6%
nc	730	5.4%
ny	721	5.3%
Other values (4)	1919	14.2%

Most occurring characters

Value	Count	Frequency (%)
T	4125	15.3%
A	3995	14.8%
C	3793	14.0%
X	3437	12.7%
N	2893	10.7%
L	1508	5.6%
I	1506	5.6%
O	1365	5.1%
Z	772	2.9%
H	766	2.8%
Other values (5)	2860	10.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	27020	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
T	4125	15.3%
A	3995	14.8%
C	3793	14.0%
X	3437	12.7%
N	2893	10.7%
L	1508	5.6%
I	1506	5.6%
O	1365	5.1%
Z	772	2.9%
H	766	2.8%
Other values (5)	2860	10.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	27020	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	4125	15.3%
A	3995	14.8%
C	3793	14.0%
X	3437	12.7%
N	2893	10.7%
L	1508	5.6%
I	1506	5.6%
O	1365	5.1%
Z	772	2.9%
H	766	2.8%
Other values (5)	2860	10.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	27020	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
T	4125	15.3%
A	3995	14.8%
C	3793	14.0%
X	3437	12.7%
N	2893	10.7%
L	1508	5.6%
I	1506	5.6%
O	1365	5.1%
Z	772	2.9%
H	766	2.8%
Other values (5)	2860	10.6%

lat
Real number (ℝ)

Distinct	13383
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35.791818

Minimum	0
Maximum	47.733967
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	105.7 KiB

Quantile statistics

Minimum	0
5-th percentile	29.609097
Q1	32.743026
median	35.164196
Q3	39.885906
95-th percentile	41.906206
Maximum	47.733967
Range	47.733967
Interquartile range (IQR)	7.1428803

Descriptive statistics

Standard deviation	4.4114308
Coefficient of variation (CV)	0.12325249
Kurtosis	-0.33799972
Mean	35.791818
Median Absolute Deviation (MAD)	4.587078
Skewness	0.28773032
Sum	483547.46
Variance	19.460721
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40.015083	3	< 0.1%
39.95425	2	< 0.1%
32.97955	2	< 0.1%
41.95046	2	< 0.1%
36.124767	2	< 0.1%
34.040268	2	< 0.1%
39.94218	2	< 0.1%
37.73284	2	< 0.1%
39.734142	2	< 0.1%
39.76294	2	< 0.1%
Other values (13373)	13489	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
29.138699	1	< 0.1%
29.1487	1	< 0.1%
29.166689	1	< 0.1%
29.198627	1	< 0.1%
29.245447	1	< 0.1%
29.268686	1	< 0.1%
29.270285	1	< 0.1%
29.275421	1	< 0.1%
29.28695	1	< 0.1%

Value	Count	Frequency (%)
47.733967	1	< 0.1%
47.733162	1	< 0.1%
47.732807	1	< 0.1%
47.731823	1	< 0.1%
47.73067	1	< 0.1%
47.72927	1	< 0.1%
47.72821	1	< 0.1%
47.72813	1	< 0.1%
47.72619	1	< 0.1%
47.7254	1	< 0.1%

long
Real number (ℝ)

Distinct	13341
Distinct (%)	98.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-95.262188

Minimum	-122.50857
Maximum	0
Zeros	1
Zeros (%)	< 0.1%
Negative	13509
Negative (%)	> 99.9%
Memory size	105.7 KiB

Quantile statistics

Minimum	-122.50857
5-th percentile	-121.94487
Q1	-105.02284
median	-95.506082
Q3	-82.921524
95-th percentile	-74.160715
Maximum	0
Range	122.50857
Interquartile range (IQR)	22.101311

Descriptive statistics

Standard deviation	15.052261
Coefficient of variation (CV)	-0.15800877
Kurtosis	-0.92719424
Mean	-95.262188
Median Absolute Deviation (MAD)	12.542309
Skewness	-0.38028838
Sum	-1286992.2
Variance	226.57056
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-86.00916	2	< 0.1%
-83.07756	2	< 0.1%
-87.72052	2	< 0.1%
-117.143074	2	< 0.1%
-80.83985	2	< 0.1%
-97.333595	2	< 0.1%
-73.85052	2	< 0.1%
-95.50236	2	< 0.1%
-104.96717	2	< 0.1%
-86.66064	2	< 0.1%
Other values (13331)	13490	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-122.508575	1	< 0.1%
-122.50841	1	< 0.1%
-122.50772	1	< 0.1%
-122.50759	1	< 0.1%
-122.50677	1	< 0.1%
-122.50636	1	< 0.1%
-122.50594	1	< 0.1%
-122.505615	1	< 0.1%
-122.50462	1	< 0.1%
-122.50259	1	< 0.1%

Value	Count	Frequency (%)
0	1	< 0.1%
-73.702156	1	< 0.1%
-73.7041	1	< 0.1%
-73.704544	1	< 0.1%
-73.70573	1	< 0.1%
-73.70951	1	< 0.1%
-73.71235	1	< 0.1%
-73.7136	1	< 0.1%
-73.7185	1	< 0.1%
-73.719795	1	< 0.1%

bath
Real number (ℝ)

Distinct	23
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.8907476

Minimum	1
Maximum	27
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	105.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	3
Q3	3
95-th percentile	6
Maximum	27
Range	26
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.6398857
Coefficient of variation (CV)	0.56728776
Kurtosis	19.134064
Mean	2.8907476
Median Absolute Deviation (MAD)	1
Skewness	3.0045684
Sum	39054
Variance	2.6892252
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
2	5124	37.9%
3	3935	29.1%
4	1650	12.2%
1	1424	10.5%
5	590	4.4%
6	308	2.3%
7	195	1.4%
8	110	0.8%
9	65	0.5%
10	35	0.3%
Other values (13)	74	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1424	10.5%
2	5124	37.9%
3	3935	29.1%
4	1650	12.2%
5	590	4.4%
6	308	2.3%
7	195	1.4%
8	110	0.8%
9	65	0.5%
10	35	0.3%

Value	Count	Frequency (%)
27	1	< 0.1%
25	1	< 0.1%
24	1	< 0.1%
20	1	< 0.1%
19	1	< 0.1%
18	3	< 0.1%
17	3	< 0.1%
16	2	< 0.1%
15	4	< 0.1%
14	8	0.1%

bed
Real number (ℝ)

Distinct	14
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.6632124

Minimum	1
Maximum	17
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	105.7 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	3
median	3
Q3	4
95-th percentile	6
Maximum	17
Range	16
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.1093722
Coefficient of variation (CV)	0.30284135
Kurtosis	7.1839472
Mean	3.6632124
Median Absolute Deviation (MAD)	1
Skewness	1.5120431
Sum	49490
Variance	1.2307067
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
3	5600	41.5%
4	4441	32.9%
5	1586	11.7%
2	1089	8.1%
6	485	3.6%
7	135	1.0%
1	76	0.6%
8	55	0.4%
9	19	0.1%
10	9	0.1%
Other values (4)	15	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	76	0.6%
2	1089	8.1%
3	5600	41.5%
4	4441	32.9%
5	1586	11.7%
6	485	3.6%
7	135	1.0%
8	55	0.4%
9	19	0.1%
10	9	0.1%

Value	Count	Frequency (%)
17	1	< 0.1%
14	3	< 0.1%
12	6	< 0.1%
11	5	< 0.1%
10	9	0.1%
9	19	0.1%
8	55	0.4%
7	135	1.0%
6	485	3.6%
5	1586	11.7%

living
Real number (ℝ)

Distinct	3983
Distinct (%)	29.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2449.4537

Minimum	1
Maximum	56500
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	105.7 KiB

Quantile statistics

Minimum	1
5-th percentile	983
Q1	1440
median	1986.5
Q3	2766
95-th percentile	5350.65
Maximum	56500
Range	56499
Interquartile range (IQR)	1326

Descriptive statistics

Standard deviation	1975.3209
Coefficient of variation (CV)	0.80643323
Kurtosis	89.682313
Mean	2449.4537
Median Absolute Deviation (MAD)	617.5
Skewness	6.4488085
Sum	33092120
Variance	3901892.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1200	61	0.5%
1800	43	0.3%
2000	41	0.3%
3000	39	0.3%
1600	38	0.3%
1500	37	0.3%
1440	37	0.3%
2200	35	0.3%
2100	34	0.3%
2400	33	0.2%
Other values (3973)	13112	97.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	< 0.1%
300	1	< 0.1%
311	1	< 0.1%
392	1	< 0.1%
400	1	< 0.1%
480	1	< 0.1%
490	1	< 0.1%
500	1	< 0.1%
504	3	< 0.1%
512	1	< 0.1%

Value	Count	Frequency (%)
56500	1	< 0.1%
38000	1	< 0.1%
37132	1	< 0.1%
36000	1	< 0.1%
31450	1	< 0.1%
30000	1	< 0.1%
29108	1	< 0.1%
28720	1	< 0.1%
25000	1	< 0.1%
22897	1	< 0.1%

lot_a
Real number (ℝ)

Distinct	5513
Distinct (%)	40.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9614.1097

Minimum	3
Maximum	129373.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	105.7 KiB

Quantile statistics

Minimum	3
5-th percentile	1829.736
Q1	4617.36
median	7012.08
Q3	9583.2
95-th percentile	26136
Maximum	129373.2
Range	129370.2
Interquartile range (IQR)	4965.84

Descriptive statistics

Standard deviation	11546.123
Coefficient of variation (CV)	1.2009561
Kurtosis	31.510753
Mean	9614.1097
Median Absolute Deviation (MAD)	2531.3264
Skewness	4.8914119
Sum	1.2988662 × 10⁸
Variance	1.3331296 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7405.2	143	1.1%
6534	140	1.0%
6098.4	136	1.0%
4791.6	131	1.0%
5227.2	125	0.9%
7840.8	121	0.9%
4356	115	0.9%
6969.6	110	0.8%
8276.4	109	0.8%
10018.8	109	0.8%
Other values (5503)	12271	90.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	3	< 0.1%
3.03	1	< 0.1%
3.0344	1	< 0.1%
3.1	1	< 0.1%
3.11	1	< 0.1%
3.125	1	< 0.1%
3.16	2	< 0.1%
3.19	1	< 0.1%
3.1975	1	< 0.1%
3.2	1	< 0.1%

Value	Count	Frequency (%)
129373.2	1	< 0.1%
128850.48	1	< 0.1%
128502	1	< 0.1%
126324	1	< 0.1%
124973.64	1	< 0.1%
123710.4	1	< 0.1%
122564.772	1	< 0.1%
121968	1	< 0.1%
119999.088	1	< 0.1%
119790	1	< 0.1%

fireplace
Categorical

HIGH CARDINALITY IMBALANCE

Distinct	71
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	105.7 KiB

none	6106
1.0	4303
2.0	741
living room	409
not applicable	370
Other values (66)	1581

Length

Max length	26
Median length	25
Mean length	4.5897113
Min length	3

Characters and Unicode

Total characters	62007
Distinct characters	38
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	22 ?
Unique (%)	0.2%

Sample

1st row	none
2nd row	none
3rd row	none
4th row	none
5th row	none

Common Values

Value	Count	Frequency (%)
none	6106	45.2%
1.0	4303	31.9%
2.0	741	5.5%
living room	409	3.0%
not applicable	370	2.7%
family room	318	2.4%
1 fireplace	253	1.9%
3.0	229	1.7%
gas log	97	0.7%
4.0	84	0.6%
Other values (61)	600	4.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
none	6106	39.9%
1.0	4303	28.1%
room	853	5.6%
2.0	741	4.8%
living	409	2.7%
not	370	2.4%
applicable	370	2.4%
family	320	2.1%
fireplace	295	1.9%
1	253	1.7%
Other values (71)	1294	8.4%

Most occurring characters

Value	Count	Frequency (%)
n	13245	21.4%
o	8533	13.8%
e	7536	12.2%
0	5451	8.8%
.	5450	8.8%
1	4558	7.4%
i	2072	3.3%
l	1901	3.1%
	1804	2.9%
a	1676	2.7%
Other values (28)	9781	15.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	43551	70.2%
Decimal Number	11190	18.0%
Other Punctuation	5458	8.8%
Space Separator	1804	2.9%
Math Symbol	2	< 0.1%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	13245	30.4%
o	8533	19.6%
e	7536	17.3%
i	2072	4.8%
l	1901	4.4%
a	1676	3.8%
r	1544	3.5%
m	1251	2.9%
p	1092	2.5%
g	818	1.9%
Other values (12)	3883	8.9%

Decimal Number

Value	Count	Frequency (%)
0	5451	48.7%
1	4558	40.7%
2	776	6.9%
3	230	2.1%
4	84	0.8%
5	55	0.5%
6	16	0.1%
7	13	0.1%
8	5	< 0.1%
9	2	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
.	5450	99.9%
/	8	0.1%

Space Separator

Value	Count	Frequency (%)
	1804	100.0%

Math Symbol

Value	Count	Frequency (%)
+	2	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	43551	70.2%
Common	18456	29.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	13245	30.4%
o	8533	19.6%
e	7536	17.3%
i	2072	4.8%
l	1901	4.4%
a	1676	3.8%
r	1544	3.5%
m	1251	2.9%
p	1092	2.5%
g	818	1.9%
Other values (12)	3883	8.9%

Common

Value	Count	Frequency (%)
0	5451	29.5%
.	5450	29.5%
1	4558	24.7%
	1804	9.8%
2	776	4.2%
3	230	1.2%
4	84	0.5%
5	55	0.3%
6	16	0.1%
7	13	0.1%
Other values (6)	19	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	62007	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	13245	21.4%
o	8533	13.8%
e	7536	12.2%
0	5451	8.8%
.	5450	8.8%
1	4558	7.4%
i	2072	3.3%
l	1901	3.1%
	1804	2.9%
a	1676	2.7%
Other values (28)	9781	15.8%

parking
Categorical

Distinct	272
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	105.7 KiB

gasrage	1419
none	914
attache	684
attached gasrag	567
drivewa	539
Other values (267)	9387

Length

Max length	36
Median length	27
Mean length	11.005774
Min length	3

Characters and Unicode

Total characters	148688
Distinct characters	38
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	46 ?
Unique (%)	0.3%

Sample

1st row	gasrage - detached
2nd row	none
3rd row	dentache
4th row	none
5th row	shared drivewa

Common Values

Value	Count	Frequency (%)
gasrage	1419	10.5%
none	914	6.8%
attache	684	5.1%
attached gasrag	567	4.2%
drivewa	539	4.0%
attached	506	3.7%
gasrage - attached	490	3.6%
on street	407	3.0%
driveway	402	3.0%
2-car single door	385	2.8%
Other values (262)	7197	53.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
gasrage	3814	15.4%
attached	1960	7.9%
gasrag	1959	7.9%
car	1256	5.1%
attache	1095	4.4%
none	962	3.9%
	893	3.6%
door	853	3.5%
2	744	3.0%
2-car	712	2.9%
Other values (189)	10475	42.4%

Most occurring characters

Value	Count	Frequency (%)
a	24741	16.6%
e	16753	11.3%
r	14288	9.6%
g	12663	8.5%
	11215	7.5%
t	10704	7.2%
s	8784	5.9%
c	8700	5.9%
o	6824	4.6%
d	6253	4.2%
Other values (28)	27763	18.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	133242	89.6%
Space Separator	11215	7.5%
Decimal Number	1835	1.2%
Dash Punctuation	1724	1.2%
Other Punctuation	595	0.4%
Math Symbol	65	< 0.1%
Open Punctuation	10	< 0.1%
Close Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	24741	18.6%
e	16753	12.6%
r	14288	10.7%
g	12663	9.5%
t	10704	8.0%
s	8784	6.6%
c	8700	6.5%
o	6824	5.1%
d	6253	4.7%
n	6002	4.5%
Other values (15)	17530	13.2%

Decimal Number

Value	Count	Frequency (%)
2	1458	79.5%
1	263	14.3%
3	82	4.5%
4	31	1.7%
5	1	0.1%

Other Punctuation

Value	Count	Frequency (%)
:	547	91.9%
/	41	6.9%
&	7	1.2%

Space Separator

Value	Count	Frequency (%)
	11215	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1724	100.0%

Math Symbol

Value	Count	Frequency (%)
+	65	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	10	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	133242	89.6%
Common	15446	10.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	24741	18.6%
e	16753	12.6%
r	14288	10.7%
g	12663	9.5%
t	10704	8.0%
s	8784	6.6%
c	8700	6.5%
o	6824	5.1%
d	6253	4.7%
n	6002	4.5%
Other values (15)	17530	13.2%

Common

Value	Count	Frequency (%)
	11215	72.6%
-	1724	11.2%
2	1458	9.4%
:	547	3.5%
1	263	1.7%
3	82	0.5%
+	65	0.4%
/	41	0.3%
4	31	0.2%
(	10	0.1%
Other values (3)	10	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	148688	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	24741	16.6%
e	16753	11.3%
r	14288	9.6%
g	12663	8.5%
	11215	7.5%
t	10704	7.2%
s	8784	5.9%
c	8700	5.9%
o	6824	4.6%
d	6253	4.2%
Other values (28)	27763	18.7%

covered
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	18
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0199852

Minimum	1
Maximum	424
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	105.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	2
95-th percentile	3
Maximum	424
Range	423
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.7397042
Coefficient of variation (CV)	1.8513523
Kurtosis	12007.106
Mean	2.0199852
Median Absolute Deviation (MAD)	0
Skewness	106.68066
Sum	27290
Variance	13.985388
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
2	10045	74.4%
1	2191	16.2%
3	892	6.6%
4	251	1.9%
5	59	0.4%
6	25	0.2%
7	16	0.1%
8	15	0.1%
9	4	< 0.1%
12	2	< 0.1%
Other values (8)	10	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2191	16.2%
2	10045	74.4%
3	892	6.6%
4	251	1.9%
5	59	0.4%
6	25	0.2%
7	16	0.1%
8	15	0.1%
9	4	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
424	1	< 0.1%
60	1	< 0.1%
20	1	< 0.1%
16	1	< 0.1%
14	1	< 0.1%
13	2	< 0.1%
12	2	< 0.1%
11	2	< 0.1%
10	1	< 0.1%
9	4	< 0.1%

garage
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	16
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.9233161

Minimum	1
Maximum	424
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	105.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	2
95-th percentile	3
Maximum	424
Range	423
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.1478572
Coefficient of variation (CV)	2.1566176
Kurtosis	8427.5132
Mean	1.9233161
Median Absolute Deviation (MAD)	0
Skewness	87.843613
Sum	25984
Variance	17.204719
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
2	9010	66.7%
1	3351	24.8%
3	880	6.5%
4	180	1.3%
5	35	0.3%
6	20	0.1%
8	12	0.1%
7	9	0.1%
9	4	< 0.1%
10	2	< 0.1%
Other values (6)	7	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	3351	24.8%
2	9010	66.7%
3	880	6.5%
4	180	1.3%
5	35	0.3%
6	20	0.1%
7	9	0.1%
8	12	0.1%
9	4	< 0.1%
10	2	< 0.1%

Value	Count	Frequency (%)
424	1	< 0.1%
212	1	< 0.1%
60	1	< 0.1%
13	1	< 0.1%
12	1	< 0.1%
11	2	< 0.1%
10	2	< 0.1%
9	4	< 0.1%
8	12	0.1%
7	9	0.1%

total_spaces
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	32
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.4140637

Minimum	1
Maximum	424
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	105.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	2
95-th percentile	5
Maximum	424
Range	423
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.7595506
Coefficient of variation (CV)	1.9715928
Kurtosis	5077.1154
Mean	2.4140637
Median Absolute Deviation (MAD)	0
Skewness	64.108215
Sum	32614
Variance	22.653322
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
2	8908	65.9%
1	1910	14.1%
3	1065	7.9%
4	906	6.7%
6	266	2.0%
5	209	1.5%
8	78	0.6%
7	51	0.4%
10	28	0.2%
9	23	0.2%
Other values (22)	66	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1910	14.1%
2	8908	65.9%
3	1065	7.9%
4	906	6.7%
5	209	1.5%
6	266	2.0%
7	51	0.4%
8	78	0.6%
9	23	0.2%
10	28	0.2%

Value	Count	Frequency (%)
424	1	< 0.1%
212	1	< 0.1%
203	1	< 0.1%
80	1	< 0.1%
60	1	< 0.1%
55	1	< 0.1%
45	1	< 0.1%
40	1	< 0.1%
35	1	< 0.1%
33	1	< 0.1%

subtype
Categorical

Distinct	27
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	105.7 KiB

Single Family Residence	10857
Residentia	1089
Detached	506
none	390
Residential	361
Other values (22)	307

Length

Max length	29
Median length	23
Mean length	20.427387
Min length	4

Characters and Unicode

Total characters	275974
Distinct characters	39
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	< 0.1%

Sample

1st row	none
2nd row	none
3rd row	Single Family - Detached
4th row	none
5th row	Single Family Residence

Common Values

Value	Count	Frequency (%)
Single Family Residence	10857	80.4%
Residentia	1089	8.1%
Detached	506	3.7%
none	390	2.9%
Residential	361	2.7%
Single Family - Detached	119	0.9%
Ranch	45	0.3%
All Other Attached	40	0.3%
Single Family - Semi-Attached	23	0.2%
Residential-Detache	14	0.1%
Other values (17)	66	0.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
family	11025	30.8%
single	11022	30.8%
residence	10857	30.3%
residentia	1089	3.0%
detached	625	1.7%
none	390	1.1%
residential	361	1.0%
	148	0.4%
attached	46	0.1%
ranch	45	0.1%
Other values (30)	227	0.6%

Most occurring characters

Value	Count	Frequency (%)
e	48389	17.5%
i	35901	13.0%
n	24184	8.8%
l	22533	8.2%
	22325	8.1%
a	13280	4.8%
d	13039	4.7%
R	12370	4.5%
s	12334	4.5%
c	11625	4.2%
Other values (29)	59994	21.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	218138	79.0%
Uppercase Letter	35324	12.8%
Space Separator	22325	8.1%
Dash Punctuation	185	0.1%
Decimal Number	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	48389	22.2%
i	35901	16.5%
n	24184	11.1%
l	22533	10.3%
a	13280	6.1%
d	13039	6.0%
s	12334	5.7%
c	11625	5.3%
m	11062	5.1%
y	11025	5.1%
Other values (11)	14766	6.8%

Uppercase Letter

Value	Count	Frequency (%)
R	12370	35.0%
S	11068	31.3%
F	11026	31.2%
D	648	1.8%
A	111	0.3%
O	41	0.1%
P	12	< 0.1%
H	12	< 0.1%
C	12	< 0.1%
W	7	< 0.1%
Other values (5)	17	< 0.1%

Space Separator

Value	Count	Frequency (%)
	22325	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	185	100.0%

Decimal Number

Value	Count	Frequency (%)
2	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	253462	91.8%
Common	22512	8.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	48389	19.1%
i	35901	14.2%
n	24184	9.5%
l	22533	8.9%
a	13280	5.2%
d	13039	5.1%
R	12370	4.9%
s	12334	4.9%
c	11625	4.6%
S	11068	4.4%
Other values (26)	48739	19.2%

Common

Value	Count	Frequency (%)
	22325	99.2%
-	185	0.8%
2	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	275974	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	48389	17.5%
i	35901	13.0%
n	24184	8.8%
l	22533	8.2%
	22325	8.1%
a	13280	4.8%
d	13039	4.7%
R	12370	4.5%
s	12334	4.5%
c	11625	4.2%
Other values (29)	59994	21.7%

year
Real number (ℝ)

Distinct	172
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1965.5639

Minimum	0
Maximum	9999
Zeros	17
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	105.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1905
Q1	1941
median	1965
Q3	1999
95-th percentile	2022
Maximum	9999
Range	9999
Interquartile range (IQR)	58

Descriptive statistics

Standard deviation	125.26858
Coefficient of variation (CV)	0.063731627
Kurtosis	2578.4939
Mean	1965.5639
Median Absolute Deviation (MAD)	29
Skewness	34.186623
Sum	26554768
Variance	15692.218
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2022	675	5.0%
1925	344	2.5%
1950	280	2.1%
1965	268	2.0%
1920	259	1.9%
1955	238	1.8%
1900	231	1.7%
1940	218	1.6%
2005	207	1.5%
2006	206	1.5%
Other values (162)	10584	78.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	0.1%
1730	1	< 0.1%
1750	1	< 0.1%
1807	1	< 0.1%
1829	1	< 0.1%
1830	1	< 0.1%
1836	1	< 0.1%
1843	1	< 0.1%
1847	1	< 0.1%
1848	1	< 0.1%

Value	Count	Frequency (%)
9999	2	< 0.1%
2023	69	0.5%
2022	675	5.0%
2021	82	0.6%
2020	105	0.8%
2019	118	0.9%
2018	114	0.8%
2017	110	0.8%
2016	110	0.8%
2015	110	0.8%

sewer
Categorical

HIGH CARDINALITY HIGH CORRELATION IMBALANCE

Distinct	88
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	105.7 KiB

public sewer	7311
none	2648
city sewer	1454
sewer connected	561
saw	210
Other values (83)	1326

Length

Max length	33
Median length	12
Mean length	10.158327
Min length	1

Characters and Unicode

Total characters	137239
Distinct characters	29
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	26 ?
Unique (%)	0.2%

Sample

1st row	none
2nd row	none
3rd row	public sewer
4th row	none
5th row	public sewer

Common Values

Value	Count	Frequency (%)
public sewer	7311	54.1%
none	2648	19.6%
city sewer	1454	10.8%
sewer connected	561	4.2%
saw	210	1.6%
sewer system	183	1.4%
septic system	127	0.9%
septic tank	125	0.9%
saws	103	0.8%
in street	80	0.6%
Other values (78)	708	5.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
sewer	9677	40.2%
public	7408	30.8%
none	2648	11.0%
city	1465	6.1%
connected	586	2.4%
septic	434	1.8%
system	338	1.4%
saw	210	0.9%
in	128	0.5%
tank	125	0.5%
Other values (74)	1027	4.3%

Most occurring characters

Value	Count	Frequency (%)
e	24629	17.9%
s	11563	8.4%
c	10699	7.8%
	10536	7.7%
r	10127	7.4%
w	10111	7.4%
i	10035	7.3%
p	8048	5.9%
l	7648	5.6%
u	7642	5.6%
Other values (19)	26201	19.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	126540	92.2%
Space Separator	10536	7.7%
Open Punctuation	62	< 0.1%
Close Punctuation	48	< 0.1%
Other Punctuation	40	< 0.1%
Dash Punctuation	13	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	24629	19.5%
s	11563	9.1%
c	10699	8.5%
r	10127	8.0%
w	10111	8.0%
i	10035	7.9%
p	8048	6.4%
l	7648	6.0%
u	7642	6.0%
b	7469	5.9%
Other values (13)	18569	14.7%

Other Punctuation

Value	Count	Frequency (%)
&	22	55.0%
/	18	45.0%

Space Separator

Value	Count	Frequency (%)
	10536	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	62	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	48	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	13	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	126540	92.2%
Common	10699	7.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	24629	19.5%
s	11563	9.1%
c	10699	8.5%
r	10127	8.0%
w	10111	8.0%
i	10035	7.9%
p	8048	6.4%
l	7648	6.0%
u	7642	6.0%
b	7469	5.9%
Other values (13)	18569	14.7%

Common

Value	Count	Frequency (%)
	10536	98.5%
(	62	0.6%
)	48	0.4%
&	22	0.2%
/	18	0.2%
-	13	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	137239	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	24629	17.9%
s	11563	8.4%
c	10699	7.8%
	10536	7.7%
r	10127	7.4%
w	10111	7.4%
i	10035	7.3%
p	8048	5.9%
l	7648	5.6%
u	7642	5.6%
Other values (19)	26201	19.1%

water
Categorical

HIGH CARDINALITY HIGH CORRELATION IMBALANCE

Distinct	74
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	105.7 KiB

Public	7031
none	2181
City Water	1110
Publi	561
Lake Michigan	389
Other values (69)	2238

Length

Max length	32
Median length	6
Mean length	7.0184308
Min length	3

Characters and Unicode

Total characters	94819
Distinct characters	47
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	25 ?
Unique (%)	0.2%

Sample

1st row	none
2nd row	none
3rd row	none
4th row	none
5th row	Public

Common Values

Value	Count	Frequency (%)
Public	7031	52.0%
none	2181	16.1%
City Water	1110	8.2%
Publi	561	4.2%
Lake Michigan	389	2.9%
Meter on Property	386	2.9%
City Wate	335	2.5%
SAW	262	1.9%
Water System	202	1.5%
Water District	175	1.3%
Other values (64)	878	6.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
public	7034	40.8%
none	2195	12.7%
water	1550	9.0%
city	1461	8.5%
publi	561	3.3%
lake	549	3.2%
meter	481	2.8%
on	460	2.7%
michigan	389	2.3%
property	386	2.2%
Other values (57)	2156	12.5%

Most occurring characters

Value	Count	Frequency (%)
i	11224	11.8%
l	8161	8.6%
P	8098	8.5%
c	7957	8.4%
u	7759	8.2%
b	7598	8.0%
e	6692	7.1%
n	5413	5.7%
t	5379	5.7%
	3712	3.9%
Other values (37)	22826	24.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	75388	79.5%
Uppercase Letter	15550	16.4%
Space Separator	3712	3.9%
Open Punctuation	82	0.1%
Close Punctuation	69	0.1%
Other Punctuation	13	< 0.1%
Dash Punctuation	5	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	11224	14.9%
l	8161	10.8%
c	7957	10.6%
u	7759	10.3%
b	7598	10.1%
e	6692	8.9%
n	5413	7.2%
t	5379	7.1%
r	3348	4.4%
a	3251	4.3%
Other values (13)	8606	11.4%

Uppercase Letter

Value	Count	Frequency (%)
P	8098	52.1%
W	2425	15.6%
C	1512	9.7%
M	1219	7.8%
S	726	4.7%
L	550	3.5%
A	362	2.3%
D	356	2.3%
U	161	1.0%
I	44	0.3%
Other values (9)	97	0.6%

Space Separator

Value	Count	Frequency (%)
	3712	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	82	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	69	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	13	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	90938	95.9%
Common	3881	4.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	11224	12.3%
l	8161	9.0%
P	8098	8.9%
c	7957	8.7%
u	7759	8.5%
b	7598	8.4%
e	6692	7.4%
n	5413	6.0%
t	5379	5.9%
r	3348	3.7%
Other values (32)	19309	21.2%

Common

Value	Count	Frequency (%)
	3712	95.6%
(	82	2.1%
)	69	1.8%
/	13	0.3%
-	5	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	94819	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	11224	11.8%
l	8161	8.6%
P	8098	8.5%
c	7957	8.4%
u	7759	8.2%
b	7598	8.0%
e	6692	7.1%
n	5413	5.7%
t	5379	5.7%
	3712	3.9%
Other values (37)	22826	24.1%

app
Categorical

Distinct	145
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	105.7 KiB

dishwasher	5128
none	1848
electric water heater	578
gas water heater	551
built-in microwave	545
Other values (140)	4860

Length

Max length	39
Median length	34
Mean length	10.910215
Min length	4

Characters and Unicode

Total characters	147397
Distinct characters	34
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	33 ?
Unique (%)	0.2%

Sample

1st row	none
2nd row	microwave
3rd row	dishwasher
4th row	dryer
5th row	dishwasher

Common Values

Value	Count	Frequency (%)
dishwasher	5128	38.0%
none	1848	13.7%
electric water heater	578	4.3%
gas water heater	551	4.1%
built-in microwave	545	4.0%
range	538	4.0%
cooktop	304	2.3%
electric cooktop	298	2.2%
gas cooktop	270	2.0%
dryer	265	2.0%
Other values (135)	3185	23.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
dishwasher	5128	25.3%
none	1850	9.1%
gas	1365	6.7%
water	1302	6.4%
electric	1271	6.3%
heater	1246	6.2%
built-in	1072	5.3%
range	1060	5.2%
cooktop	876	4.3%
oven	826	4.1%
Other values (112)	4261	21.0%

Most occurring characters

Value	Count	Frequency (%)
e	19196	13.0%
r	13886	9.4%
s	12706	8.6%
a	12603	8.6%
h	11749	8.0%
i	10947	7.4%
n	8418	5.7%
o	7604	5.2%
w	7296	4.9%
t	6754	4.6%
Other values (24)	36238	24.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	139114	94.4%
Space Separator	6747	4.6%
Dash Punctuation	1149	0.8%
Other Punctuation	174	0.1%
Open Punctuation	113	0.1%
Decimal Number	84	0.1%
Close Punctuation	16	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	19196	13.8%
r	13886	10.0%
s	12706	9.1%
a	12603	9.1%
h	11749	8.4%
i	10947	7.9%
n	8418	6.1%
o	7604	5.5%
w	7296	5.2%
t	6754	4.9%
Other values (15)	27955	20.1%

Other Punctuation

Value	Count	Frequency (%)
/	125	71.8%
:	45	25.9%
&	4	2.3%

Decimal Number

Value	Count	Frequency (%)
6	69	82.1%
0	15	17.9%

Space Separator

Value	Count	Frequency (%)
	6747	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1149	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	113	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	16	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	139114	94.4%
Common	8283	5.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	19196	13.8%
r	13886	10.0%
s	12706	9.1%
a	12603	9.1%
h	11749	8.4%
i	10947	7.9%
n	8418	6.1%
o	7604	5.5%
w	7296	5.2%
t	6754	4.9%
Other values (15)	27955	20.1%

Common

Value	Count	Frequency (%)
	6747	81.5%
-	1149	13.9%
/	125	1.5%
(	113	1.4%
6	69	0.8%
:	45	0.5%
)	16	0.2%
0	15	0.2%
&	4	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	147397	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	19196	13.0%
r	13886	9.4%
s	12706	8.6%
a	12603	8.6%
h	11749	8.0%
i	10947	7.4%
n	8418	5.7%
o	7604	5.2%
w	7296	4.9%
t	6754	4.6%
Other values (24)	36238	24.6%

heating
Categorical

HIGH CARDINALITY IMBALANCE

Distinct	90
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	105.7 KiB

central	4799
forced air	2946
natural gas	2057
electric	894
none	736
Other values (85)	2078

Length

Max length	31
Median length	30
Mean length	8.8778682
Min length	2

Characters and Unicode

Total characters	119940
Distinct characters	36
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	23 ?
Unique (%)	0.2%

Sample

1st row	none
2nd row	none
3rd row	hot water
4th row	none
5th row	natural gas

Common Values

Value	Count	Frequency (%)
central	4799	35.5%
forced air	2946	21.8%
natural gas	2057	15.2%
electric	894	6.6%
none	736	5.4%
hot water	270	2.0%
fireplace(s	167	1.2%
radiator	143	1.1%
central forced air	131	1.0%
other	128	0.9%
Other values (80)	1239	9.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
central	5016	24.5%
air	3241	15.8%
forced	3226	15.7%
gas	2191	10.7%
natural	2057	10.0%
electric	924	4.5%
none	736	3.6%
hot	329	1.6%
water	316	1.5%
fireplace(s	172	0.8%
Other values (88)	2283	11.1%

Most occurring characters

Value	Count	Frequency (%)
a	16486	13.7%
r	16034	13.4%
e	12703	10.6%
c	10651	8.9%
t	9535	7.9%
n	9066	7.6%
l	8768	7.3%
	6981	5.8%
i	5348	4.5%
o	5013	4.2%
Other values (26)	19355	16.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	112096	93.5%
Space Separator	6981	5.8%
Dash Punctuation	291	0.2%
Open Punctuation	208	0.2%
Decimal Number	180	0.2%
Other Punctuation	130	0.1%
Close Punctuation	36	< 0.1%
Math Symbol	18	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	16486	14.7%
r	16034	14.3%
e	12703	11.3%
c	10651	9.5%
t	9535	8.5%
n	9066	8.1%
l	8768	7.8%
i	5348	4.8%
o	5013	4.5%
d	3773	3.4%
Other values (14)	14719	13.1%

Decimal Number

Value	Count	Frequency (%)
0	87	48.3%
9	87	48.3%
3	2	1.1%
1	2	1.1%
2	2	1.1%

Other Punctuation

Value	Count	Frequency (%)
%	87	66.9%
/	43	33.1%

Space Separator

Value	Count	Frequency (%)
	6981	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	291	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	208	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	36	100.0%

Math Symbol

Value	Count	Frequency (%)
+	18	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	112096	93.5%
Common	7844	6.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	16486	14.7%
r	16034	14.3%
e	12703	11.3%
c	10651	9.5%
t	9535	8.5%
n	9066	8.1%
l	8768	7.8%
i	5348	4.8%
o	5013	4.5%
d	3773	3.4%
Other values (14)	14719	13.1%

Common

Value	Count	Frequency (%)
	6981	89.0%
-	291	3.7%
(	208	2.7%
0	87	1.1%
%	87	1.1%
9	87	1.1%
/	43	0.5%
)	36	0.5%
+	18	0.2%
3	2	< 0.1%
Other values (2)	4	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	119940	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	16486	13.7%
r	16034	13.4%
e	12703	10.6%
c	10651	8.9%
t	9535	7.9%
n	9066	7.6%
l	8768	7.3%
	6981	5.8%
i	5348	4.5%
o	5013	4.2%
Other values (26)	19355	16.1%

cooling
Categorical

Distinct	116
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	105.7 KiB

Central Air	4906
Ceiling Fan(s	1543
Central Ai	1218
None	860
none	732
Other values (111)	4251

Length

Max length	31
Median length	30
Mean length	10.387935
Min length	2

Characters and Unicode

Total characters	140341
Distinct characters	59
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	22 ?
Unique (%)	0.2%

Sample

1st row	none
2nd row	none
3rd row	Units
4th row	none
5th row	Wall Unit(s)

Common Values

Value	Count	Frequency (%)
Central Air	4906	36.3%
Ceiling Fan(s	1543	11.4%
Central Ai	1218	9.0%
None	860	6.4%
none	732	5.4%
Electri	549	4.1%
Central A/	514	3.8%
Electric	421	3.1%
Central Forced Air	311	2.3%
Refrigeration	215	1.6%
Other values (106)	2241	16.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
central	7259	29.8%
air	5563	22.9%
ceiling	1613	6.6%
fan(s	1613	6.6%
none	1592	6.5%
ai	1321	5.4%
forced	608	2.5%
a	555	2.3%
electri	549	2.3%
electric	423	1.7%
Other values (108)	3233	13.3%

Most occurring characters

Value	Count	Frequency (%)
r	15330	10.9%
n	14689	10.5%
i	13703	9.8%
e	13374	9.5%
	10821	7.7%
l	10762	7.7%
a	10108	7.2%
t	9836	7.0%
C	9149	6.5%
A	7588	5.4%
Other values (49)	24981	17.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	101713	72.5%
Uppercase Letter	24096	17.2%
Space Separator	10821	7.7%
Open Punctuation	1945	1.4%
Other Punctuation	804	0.6%
Close Punctuation	298	0.2%
Decimal Number	293	0.2%
Dash Punctuation	268	0.2%
Math Symbol	103	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	15330	15.1%
n	14689	14.4%
i	13703	13.5%
e	13374	13.1%
l	10762	10.6%
a	10108	9.9%
t	9836	9.7%
o	3724	3.7%
s	2444	2.4%
c	2372	2.3%
Other values (13)	5371	5.3%

Uppercase Letter

Value	Count	Frequency (%)
C	9149	38.0%
A	7588	31.5%
F	2328	9.7%
E	1214	5.0%
N	935	3.9%
W	612	2.5%
U	461	1.9%
R	458	1.9%
H	234	1.0%
S	212	0.9%
Other values (11)	905	3.8%

Decimal Number

Value	Count	Frequency (%)
1	92	31.4%
0	47	16.0%
9	47	16.0%
3	47	16.0%
5	26	8.9%
2	19	6.5%
6	15	5.1%

Other Punctuation

Value	Count	Frequency (%)
/	751	93.4%
%	47	5.8%
&	6	0.7%

Space Separator

Value	Count	Frequency (%)
	10821	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1945	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	298	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	268	100.0%

Math Symbol

Value	Count	Frequency (%)
+	103	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	125809	89.6%
Common	14532	10.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	15330	12.2%
n	14689	11.7%
i	13703	10.9%
e	13374	10.6%
l	10762	8.6%
a	10108	8.0%
t	9836	7.8%
C	9149	7.3%
A	7588	6.0%
o	3724	3.0%
Other values (34)	17546	13.9%

Common

Value	Count	Frequency (%)
	10821	74.5%
(	1945	13.4%
/	751	5.2%
)	298	2.1%
-	268	1.8%
+	103	0.7%
1	92	0.6%
%	47	0.3%
0	47	0.3%
9	47	0.3%
Other values (5)	113	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	140341	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	15330	10.9%
n	14689	10.5%
i	13703	9.8%
e	13374	9.5%
	10821	7.7%
l	10762	7.7%
a	10108	7.2%
t	9836	7.0%
C	9149	6.5%
A	7588	5.4%
Other values (49)	24981	17.8%

stories
Real number (ℝ)

Distinct	10
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.6638046

Minimum	1
Maximum	7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	105.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1.5
Q3	2
95-th percentile	3
Maximum	7
Range	6
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.67669563
Coefficient of variation (CV)	0.40671581
Kurtosis	0.87803927
Mean	1.6638046
Median Absolute Deviation (MAD)	0.5
Skewness	0.92630735
Sum	22478
Variance	0.45791698
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	5378	39.8%
2	5079	37.6%
1.5	1565	11.6%
3	1152	8.5%
3.5	153	1.1%
2.5	94	0.7%
4	80	0.6%
5	7	0.1%
6	1	< 0.1%
7	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	5378	39.8%
1.5	1565	11.6%
2	5079	37.6%
2.5	94	0.7%
3	1152	8.5%
3.5	153	1.1%
4	80	0.6%
5	7	0.1%
6	1	< 0.1%
7	1	< 0.1%

Value	Count	Frequency (%)
7	1	< 0.1%
6	1	< 0.1%
5	7	0.1%
4	80	0.6%
3.5	153	1.1%
3	1152	8.5%
2.5	94	0.7%
2	5079	37.6%
1.5	1565	11.6%
1	5378	39.8%

materials
Categorical

Distinct	161
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	105.7 KiB

brick	4257
none	2122
stucco	792
vinyl sideing	647
frame	552
Other values (156)	5140

Length

Max length	30
Median length	26
Mean length	7.2612139
Min length	3

Characters and Unicode

Total characters	98099
Distinct characters	34
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	44 ?
Unique (%)	0.3%

Sample

1st row	none
2nd row	none
3rd row	none
4th row	none
5th row	brick

Common Values

Value	Count	Frequency (%)
brick	4257	31.5%
none	2122	15.7%
stucco	792	5.9%
vinyl sideing	647	4.8%
frame	552	4.1%
masonry	476	3.5%
wood sideing	417	3.1%
frame - woo	387	2.9%
stone	363	2.7%
block	341	2.5%
Other values (151)	3156	23.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
brick	4636	26.1%
none	2122	12.0%
sideing	1534	8.6%
frame	977	5.5%
vinyl	844	4.8%
stucco	811	4.6%
wood	685	3.9%
masonry	618	3.5%
sidein	517	2.9%
	421	2.4%
Other values (140)	4578	25.8%

Most occurring characters

Value	Count	Frequency (%)
i	10885	11.1%
n	10044	10.2%
c	8123	8.3%
e	8122	8.3%
o	7631	7.8%
r	7496	7.6%
k	5374	5.5%
b	5317	5.4%
s	4964	5.1%
	4233	4.3%
Other values (24)	25910	26.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	92939	94.7%
Space Separator	4233	4.3%
Dash Punctuation	539	0.5%
Other Punctuation	305	0.3%
Decimal Number	71	0.1%
Open Punctuation	10	< 0.1%
Close Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	10885	11.7%
n	10044	10.8%
c	8123	8.7%
e	8122	8.7%
o	7631	8.2%
r	7496	8.1%
k	5374	5.8%
b	5317	5.7%
s	4964	5.3%
d	3456	3.7%
Other values (14)	21527	23.2%

Other Punctuation

Value	Count	Frequency (%)
/	274	89.8%
&	25	8.2%
.	6	2.0%

Dash Punctuation

Value	Count	Frequency (%)
-	416	77.2%
–	123	22.8%

Decimal Number

Value	Count	Frequency (%)
4	53	74.6%
3	18	25.4%

Space Separator

Value	Count	Frequency (%)
	4233	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	10	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	92939	94.7%
Common	5160	5.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	10885	11.7%
n	10044	10.8%
c	8123	8.7%
e	8122	8.7%
o	7631	8.2%
r	7496	8.1%
k	5374	5.8%
b	5317	5.7%
s	4964	5.3%
d	3456	3.7%
Other values (14)	21527	23.2%

Common

Value	Count	Frequency (%)
	4233	82.0%
-	416	8.1%
/	274	5.3%
–	123	2.4%
4	53	1.0%
&	25	0.5%
3	18	0.3%
(	10	0.2%
.	6	0.1%
)	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	97976	99.9%
Punctuation	123	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	10885	11.1%
n	10044	10.3%
c	8123	8.3%
e	8122	8.3%
o	7631	7.8%
r	7496	7.7%
k	5374	5.5%
b	5317	5.4%
s	4964	5.1%
	4233	4.3%
Other values (23)	25787	26.3%

Punctuation

Value	Count	Frequency (%)
–	123	100.0%

roof
Categorical

HIGH CARDINALITY IMBALANCE

Distinct	286
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	105.7 KiB

none	4551
Composition	4193
Shingle	1376
Tile	563
Asphalt	453
Other values (281)	2374

Length

Max length	57
Median length	50
Mean length	8.0532198
Min length	4

Characters and Unicode

Total characters	108799
Distinct characters	51
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	149 ?
Unique (%)	1.1%

Sample

1st row	none
2nd row	none
3rd row	none
4th row	none
5th row	none

Common Values

Value	Count	Frequency (%)
none	4551	33.7%
Composition	4193	31.0%
Shingle	1376	10.2%
Tile	563	4.2%
Asphalt	453	3.4%
Comp Shingle	285	2.1%
Metal	194	1.4%
Other	182	1.3%
Composition,Shingle	154	1.1%
Flat	151	1.1%
Other values (276)	1408	10.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
none	4554	31.3%
composition	4219	29.0%
shingle	1722	11.9%
tile	633	4.4%
asphalt	455	3.1%
comp	408	2.8%
metal	194	1.3%
other	190	1.3%
updated	187	1.3%
flat	162	1.1%
Other values (272)	1806	12.4%

Most occurring characters

Value	Count	Frequency (%)
o	19562	18.0%
n	16111	14.8%
i	12542	11.5%
e	9134	8.4%
t	6642	6.1%
p	5965	5.5%
s	5480	5.0%
m	5294	4.9%
C	5201	4.8%
l	4768	4.4%
Other values (41)	18100	16.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	95543	87.8%
Uppercase Letter	11071	10.2%
Other Punctuation	1087	1.0%
Space Separator	1020	0.9%
Dash Punctuation	54	< 0.1%
Open Punctuation	11	< 0.1%
Close Punctuation	11	< 0.1%
Decimal Number	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	19562	20.5%
n	16111	16.9%
i	12542	13.1%
e	9134	9.6%
t	6642	7.0%
p	5965	6.2%
s	5480	5.7%
m	5294	5.5%
l	4768	5.0%
h	3183	3.3%
Other values (13)	6862	7.2%

Uppercase Letter

Value	Count	Frequency (%)
C	5201	47.0%
S	2420	21.9%
T	838	7.6%
A	610	5.5%
F	495	4.5%
M	352	3.2%
O	272	2.5%
U	265	2.4%
R	260	2.3%
H	83	0.7%
Other values (10)	275	2.5%

Other Punctuation

Value	Count	Frequency (%)
,	908	83.5%
/	179	16.5%

Decimal Number

Value	Count	Frequency (%)
1	1	50.0%
5	1	50.0%

Space Separator

Value	Count	Frequency (%)
	1020	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	54	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	11	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	11	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	106614	98.0%
Common	2185	2.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	19562	18.3%
n	16111	15.1%
i	12542	11.8%
e	9134	8.6%
t	6642	6.2%
p	5965	5.6%
s	5480	5.1%
m	5294	5.0%
C	5201	4.9%
l	4768	4.5%
Other values (33)	15915	14.9%

Common

Value	Count	Frequency (%)
	1020	46.7%
,	908	41.6%
/	179	8.2%
-	54	2.5%
(	11	0.5%
)	11	0.5%
1	1	< 0.1%
5	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	108799	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	19562	18.0%
n	16111	14.8%
i	12542	11.5%
e	9134	8.4%
t	6642	6.1%
p	5965	5.5%
s	5480	5.0%
m	5294	4.9%
C	5201	4.8%
l	4768	4.4%
Other values (41)	18100	16.6%

foundation
Categorical

Distinct	49
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	105.7 KiB

none	5981
slab	3710
concrete perimeter	712
crawl space	493
pillar/post/pier	491
Other values (44)	2123

Length

Max length	27
Median length	4
Mean length	6.4080681
Min length	4

Characters and Unicode

Total characters	86573
Distinct characters	25
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	11 ?
Unique (%)	0.1%

Sample

1st row	none
2nd row	none
3rd row	none
4th row	none
5th row	none

Common Values

Value	Count	Frequency (%)
none	5981	44.3%
slab	3710	27.5%
concrete perimeter	712	5.3%
crawl space	493	3.6%
pillar/post/pier	491	3.6%
poured concrete	465	3.4%
blogck	336	2.5%
other	236	1.7%
brick/mortar	163	1.2%
stone	160	1.2%
Other values (39)	763	5.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
none	5981	38.1%
slab	3840	24.5%
concrete	1309	8.3%
perimeter	770	4.9%
crawl	493	3.1%
space	493	3.1%
pillar/post/pier	491	3.1%
poured	465	3.0%
blogck	359	2.3%
other	238	1.5%
Other values (38)	1240	7.9%

Most occurring characters

Value	Count	Frequency (%)
n	13884	16.0%
e	13326	15.4%
o	9650	11.1%
r	6103	7.0%
l	6031	7.0%
a	6018	7.0%
s	5281	6.1%
b	4728	5.5%
c	4407	5.1%
p	3527	4.1%
Other values (15)	13618	15.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	83031	95.9%
Space Separator	2169	2.5%
Other Punctuation	1373	1.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	13884	16.7%
e	13326	16.0%
o	9650	11.6%
r	6103	7.4%
l	6031	7.3%
a	6018	7.2%
s	5281	6.4%
b	4728	5.7%
c	4407	5.3%
p	3527	4.2%
Other values (12)	10076	12.1%

Other Punctuation

Value	Count	Frequency (%)
/	1335	97.2%
&	38	2.8%

Space Separator

Value	Count	Frequency (%)
	2169	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	83031	95.9%
Common	3542	4.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	13884	16.7%
e	13326	16.0%
o	9650	11.6%
r	6103	7.4%
l	6031	7.3%
a	6018	7.2%
s	5281	6.4%
b	4728	5.7%
c	4407	5.3%
p	3527	4.2%
Other values (12)	10076	12.1%

Common

Value	Count	Frequency (%)
	2169	61.2%
/	1335	37.7%
&	38	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	86573	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	13884	16.0%
e	13326	15.4%
o	9650	11.1%
r	6103	7.0%
l	6031	7.0%
a	6018	7.0%
s	5281	6.1%
b	4728	5.5%
c	4407	5.1%
p	3527	4.1%
Other values (15)	13618	15.7%

interior
Categorical

Distinct	448
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Memory size	105.7 KiB

none	4024
Ceiling Fan(s	591
Cable TV Availabl	584
Built-in Feature	550
One Living Are	360
Other values (443)	7401

Length

Max length	38
Median length	29
Mean length	11.323094
Min length	2

Characters and Unicode

Total characters	152975
Distinct characters	67
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	186 ?
Unique (%)	1.4%

Sample

1st row	none
2nd row	none
3rd row	none
4th row	none
5th row	Formal Dining Roo

Common Values

Value	Count	Frequency (%)
none	4024	29.8%
Ceiling Fan(s	591	4.4%
Cable TV Availabl	584	4.3%
Built-in Feature	550	4.1%
One Living Are	360	2.7%
Walk-In Closet(s	346	2.6%
Breakfast Ba	253	1.9%
Walk-In Closet(s)	241	1.8%
High Ceiling	240	1.8%
Two Living Are	239	1.8%
Other values (438)	6082	45.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
none	4032	15.7%
ceiling	1200	4.7%
living	793	3.1%
are	720	2.8%
cable	709	2.8%
built-in	687	2.7%
fan(s	677	2.6%
tv	646	2.5%
availabl	606	2.4%
closet(s	599	2.3%
Other values (437)	14979	58.4%

Most occurring characters

Value	Count	Frequency (%)
n	16807	11.0%
e	15575	10.2%
	12138	7.9%
i	11087	7.2%
o	10958	7.2%
a	10083	6.6%
l	8915	5.8%
t	7287	4.8%
r	6927	4.5%
s	4250	2.8%
Other values (57)	48948	32.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	112713	73.7%
Uppercase Letter	22563	14.7%
Space Separator	12138	7.9%
Dash Punctuation	1931	1.3%
Open Punctuation	1644	1.1%
Decimal Number	1007	0.7%
Other Punctuation	428	0.3%
Close Punctuation	396	0.3%
Math Symbol	155	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	16807	14.9%
e	15575	13.8%
i	11087	9.8%
o	10958	9.7%
a	10083	8.9%
l	8915	7.9%
t	7287	6.5%
r	6927	6.1%
s	4250	3.8%
g	3350	3.0%
Other values (14)	17474	15.5%

Uppercase Letter

Value	Count	Frequency (%)
C	3834	17.0%
B	3086	13.7%
F	2231	9.9%
A	1948	8.6%
L	1201	5.3%
T	1183	5.2%
I	1115	4.9%
V	1024	4.5%
W	864	3.8%
O	819	3.6%
Other values (14)	5258	23.3%

Decimal Number

Value	Count	Frequency (%)
9	247	24.5%
2	247	24.5%
1	183	18.2%
0	117	11.6%
5	38	3.8%
8	38	3.8%
3	37	3.7%
6	37	3.7%
4	37	3.7%
7	26	2.6%

Other Punctuation

Value	Count	Frequency (%)
/	238	55.6%
:	119	27.8%
%	70	16.4%
&	1	0.2%

Space Separator

Value	Count	Frequency (%)
	12138	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1931	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1644	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	396	100.0%

Math Symbol

Value	Count	Frequency (%)
+	155	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	135276	88.4%
Common	17699	11.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	16807	12.4%
e	15575	11.5%
i	11087	8.2%
o	10958	8.1%
a	10083	7.5%
l	8915	6.6%
t	7287	5.4%
r	6927	5.1%
s	4250	3.1%
C	3834	2.8%
Other values (38)	39553	29.2%

Common

Value	Count	Frequency (%)
	12138	68.6%
-	1931	10.9%
(	1644	9.3%
)	396	2.2%
9	247	1.4%
2	247	1.4%
/	238	1.3%
1	183	1.0%
+	155	0.9%
:	119	0.7%
Other values (9)	401	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	152975	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	16807	11.0%
e	15575	10.2%
	12138	7.9%
i	11087	7.2%
o	10958	7.2%
a	10083	6.6%
l	8915	5.8%
t	7287	4.8%
r	6927	4.5%
s	4250	2.8%
Other values (57)	48948	32.0%

Auto

Heatmap
Table

	price	lat	long	bath	bed	living	lot_a	covered	garage	total_spaces	year	stories	status	add_attr	state	fireplace	subtype	sewer	water	heating	foundation
price	1.000	0.051	-0.382	0.572	0.404	0.570	0.108	-0.004	-0.002	0.105	-0.068	-0.013	0.000	0.041	0.054	0.220	0.120	0.000	0.000	0.000	0.000
lat	0.051	1.000	0.319	-0.033	-0.018	-0.060	-0.391	-0.148	-0.068	-0.161	-0.370	0.201	0.168	0.270	0.821	0.217	0.263	0.287	0.333	0.312	0.379
long	-0.382	0.319	1.000	-0.066	-0.056	-0.076	-0.093	-0.083	0.018	-0.210	-0.123	0.180	0.194	0.218	0.782	0.320	0.319	0.496	0.507	0.323	0.391
bath	0.572	-0.033	-0.066	1.000	0.648	0.787	0.189	0.038	0.038	0.057	0.037	0.036	0.018	0.044	0.066	0.187	0.096	0.000	0.028	0.000	0.000
bed	0.404	-0.018	-0.056	0.648	1.000	0.685	0.199	0.039	0.041	0.053	0.023	0.032	0.019	0.064	0.085	0.155	0.076	0.043	0.059	0.000	0.014
living	0.570	-0.060	-0.076	0.787	0.685	1.000	0.298	0.046	0.041	0.048	0.060	0.032	0.000	0.029	0.044	0.180	0.088	0.000	0.000	0.000	0.000
lot_a	0.108	-0.391	-0.093	0.189	0.199	0.298	1.000	0.101	0.082	0.108	0.227	-0.062	0.030	0.048	0.103	0.118	0.040	0.026	0.012	0.027	0.000
covered	-0.004	-0.148	-0.083	0.038	0.039	0.046	0.101	1.000	0.826	0.757	0.234	0.096	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
garage	-0.002	-0.068	0.018	0.038	0.041	0.041	0.082	0.826	1.000	0.655	0.219	0.106	0.000	0.000	0.003	0.000	0.029	0.000	0.000	0.000	0.000
total_spaces	0.105	-0.161	-0.210	0.057	0.053	0.048	0.108	0.757	0.655	1.000	0.191	0.035	0.000	0.000	0.013	0.133	0.038	0.000	0.000	0.000	0.000
year	-0.068	-0.370	-0.123	0.037	0.023	0.060	0.227	0.234	0.219	0.191	1.000	0.110	0.180	0.058	0.173	0.090	0.056	0.071	0.225	0.234	0.202
stories	-0.013	0.201	0.180	0.036	0.032	0.032	-0.062	0.096	0.106	0.035	0.110	1.000	0.040	0.185	0.169	0.175	0.087	0.074	0.058	0.134	0.174
status	0.000	0.168	0.194	0.018	0.019	0.000	0.030	0.000	0.000	0.000	0.180	0.040	1.000	0.109	0.327	0.073	0.087	0.224	0.276	0.167	0.194
add_attr	0.041	0.270	0.218	0.044	0.064	0.029	0.048	0.000	0.000	0.000	0.058	0.185	0.109	1.000	0.562	0.329	0.176	0.752	0.705	0.433	0.458
state	0.054	0.821	0.782	0.066	0.085	0.044	0.103	0.000	0.003	0.013	0.173	0.169	0.327	0.562	1.000	0.221	0.307	0.381	0.418	0.393	0.413
fireplace	0.220	0.217	0.320	0.187	0.155	0.180	0.118	0.000	0.000	0.133	0.090	0.175	0.073	0.329	0.221	1.000	0.094	0.120	0.118	0.065	0.103
subtype	0.120	0.263	0.319	0.096	0.076	0.088	0.040	0.000	0.029	0.038	0.056	0.087	0.087	0.176	0.307	0.094	1.000	0.161	0.231	0.249	0.158
sewer	0.000	0.287	0.496	0.000	0.043	0.000	0.026	0.000	0.000	0.000	0.071	0.074	0.224	0.752	0.381	0.120	0.161	1.000	0.469	0.128	0.189
water	0.000	0.333	0.507	0.028	0.059	0.000	0.012	0.000	0.000	0.000	0.225	0.058	0.276	0.705	0.418	0.118	0.231	0.469	1.000	0.158	0.218
heating	0.000	0.312	0.323	0.000	0.000	0.000	0.027	0.000	0.000	0.000	0.234	0.134	0.167	0.433	0.393	0.065	0.249	0.128	0.158	1.000	0.241
foundation	0.000	0.379	0.391	0.000	0.014	0.000	0.000	0.000	0.000	0.000	0.202	0.174	0.194	0.458	0.413	0.103	0.158	0.189	0.218	0.241	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	price	status	add_attr	city	state	lat	long	bath	bed	living	lot_a	fireplace	parking	covered	garage	total_spaces	subtype	year	sewer	water	app	heating	cooling	stories	materials	roof	foundation	interior
0	274000	House for sale	True	South Ozone Park	NY	40.675730	-73.822350	1	3	1556	2400.000000	none	gasrage - detached	2	2	2	none	1930	none	none	none	none	none	1.5	none	none	none	none
1	270000	House for sale	True	Jamaica	NY	40.670036	-73.780450	2	4	1920	3998.000000	none	none	2	2	2	none	1950	none	none	microwave	none	none	1.5	none	none	none	none
2	899000	House for sale	True	Staten Island	NY	40.524227	-74.215790	3	3	2532	6903.000000	none	dentache	2	2	2	Single Family - Detached	1899	public sewer	none	dishwasher	hot water	Units	2.0	none	none	none	none
3	1390000	House for sale	True	Flushing	NY	40.721615	-73.820755	4	4	1915	2697.000000	none	none	2	2	2	none	1945	none	none	dryer	none	none	1.5	none	none	none	none
4	1380000	House for sale	True	Brooklyn	NY	40.604470	-73.943960	4	3	1800	2000.000000	none	shared drivewa	1	1	1	Single Family Residence	1930	public sewer	Public	dishwasher	natural gas	Wall Unit(s)	2.0	brick	none	none	Formal Dining Roo
5	599000	House for sale	True	Brooklyn	NY	40.639286	-73.941270	2	3	1344	1950.000000	none	none	2	2	2	none	1925	none	none	dryer	none	none	1.5	none	none	none	none
6	1280000	House for sale	True	Brooklyn	NY	40.622246	-74.017830	2	3	1422	2613.000000	none	gasrage - detached	1	1	1	none	1920	none	none	dishwasher	radian	Central	1.5	none	Shake / Shingle	none	none
7	899000	House for sale	True	Brooklyn	NY	40.578552	-74.005196	3	4	2800	3000.000000	none	none	2	1	2	none	1945	none	none	dishwasher	none	none	1.5	none	none	none	none
8	139000	House for sale	True	College Pt	NY	40.779743	-73.848880	1	2	2405	8914.857468	none	parking logt	2	2	2	Single Family Residence	1986	septic tank	Public	dishwasher	propane	Wall Unit(s)	1.5	fiberglass insulation	none	none	Eat-in Kitche
9	599000	House for sale	True	Woodside	NY	40.757385	-73.898420	3	3	2406	2140.000000	none	privat	2	2	2	Single Family Residence	1940	public sewer	Public	none	natural gas	None	1.5	brick	none	none	none

	price	status	add_attr	city	state	lat	long	bath	bed	living	lot_a	fireplace	parking	covered	garage	total_spaces	subtype	year	sewer	water	app	heating	cooling	stories	materials	roof	foundation	interior
13500	599000	House for sale	True	Nashville	TN	36.104990	-86.745760	3	3	2532	8712.000000	none	driveway	2	2	2	Single Family Residence	1976	public sewer	Public	electric water heater	forced air	Central A/	2.0	brick	none	brick/mortar	none
13501	299000	House for sale	True	Nashville	TN	36.219044	-86.756760	1	3	960	17859.600000	none	none	2	2	2	Single Family Residence	1947	public sewer	Public	oven/range - gas	hot water	Central A/	3.0	brick	Wood,Other	slab	none
13502	1149900	House for sale	True	Nashville	TN	36.193188	-86.777830	4	4	2012	871.200000	none	off street	2	2	2	Single Family Residence	1936	public sewer	Public	gas water heater	forced air	None	3.0	brick	none	brick/mortar	Dining Are
13503	3675000	House for sale	True	Nashville	TN	36.123570	-86.795580	6	5	5704	12632.400000	none	concrete drivewa	2	1	2	Single Family Residence	1953	public sewer	Public	built-in microwave	central	Central A/	3.0	brick	Flat	slab	Dining Are
13504	750000	House for sale	True	Nashville	TN	36.160694	-86.847830	3	3	2208	4356.000000	none	drivewa	2	2	2	Single Family Residence	1951	public sewer	Public	gas water heater	forced air	Central A/	3.0	brick	none	slab	none
13505	1479000	House for sale	True	Nashville	TN	36.123120	-86.778210	5	5	3573	9601.743659	none	gasrage faces fron	1	1	1	Single Family Residence	1910	private sewer	Public	electric water heater	central	Central A/	3.0	other	none	brick/mortar	none
13506	575000	House for sale	True	Nashville	TN	36.204834	-86.738660	2	4	3658	9147.600000	none	on stree	2	1	2	Single Family Residence	1940	public sewer	Public	dishwasher	forced air	Central A/	3.0	brick	none	slab	Kitchen - Gourme
13507	609000	House for sale	True	Nashville	TN	36.196106	-86.735115	3	3	1950	871.200000	none	on street	2	2	2	Single Family Residence	1925	public sewer	Public	gas water heater	hot water	Ductless/Mini-Spli	3.0	brick	none	brick/mortar	Ceiling Fan(s)
13508	460000	Coming soon	True	Nashville	TN	36.026558	-86.717710	2	3	2224	7840.800000	2.0	drivewa	2	2	2	Single Family Residence	1937	public sewer	Public	built-in microwave	forced air	Central A/	3.0	combination	Unknown	other	Ceiling Fan(s
13509	4300000	House for sale	True	Nashville	TN	36.134396	-86.822710	5	5	4516	15681.600000	none	on street	2	2	2	Single Family Residence	1925	public sewer	Public	gas water heater	hot water	Central A/	3.0	brick	Flat,Rubber	other	none

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

Math Symbol

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Math Symbol

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script